Comparative study of multi-objective metaheuristics¶

HV quality indicator¶

  MOEAD MOEAD500 MOEAD1000 MOEAD2000 MOEAD3000 Friedman
DTLZ1 7.8615e-01 7.8737e-01 7.6941e-01 7.8777e-01 7.8786e-01 +
DTLZ2 4.1607e-01 4.1632e-01 3.8609e-01 4.1588e-01 4.1660e-01 +
DTLZ3 3.6567e-01 3.2125e-01 3.8138e-01 4.1426e-01 4.1668e-01 +
DTLZ4 4.0890e-01 4.0895e-01 3.8887e-01 4.0898e-01 4.0958e-01 +
DTLZ5 8.4730e-02 9.3595e-02 9.4051e-02 9.3527e-02 9.3474e-02 +
DTLZ6 4.7492e-02 9.4469e-02 9.4967e-02 9.4403e-02 9.4344e-02 +
DTLZ7 2.4756e-01 3.0747e-01 2.9524e-01 3.0745e-01 3.0722e-01 +

Wilcoxon rank-sum test table¶

  MOEAD500 MOEAD1000 MOEAD2000 MOEAD3000
MOEAD ===---- ++=+--- -=----- -------
MOEAD500 ++-+--+ ==-=++= -=--++=
MOEAD1000 ----++- ----++-
MOEAD2000 =---++=

Critical distance ranking¶

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Boxplot + Pareto Fronts for each problem¶

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